Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 240 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 24 |
| Duplicate rows (%) | 10.0% |
| Total size in memory | 37.6 KiB |
| Average record size in memory | 160.5 B |
Variable types
| NUM | 20 |
|---|
Reproduction
| Analysis started | 2020-08-25 00:00:26.768113 |
|---|---|
| Analysis finished | 2020-08-25 00:01:21.266521 |
| Duration | 54.5 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 24 (10.0%) duplicate rows | Duplicates |
absorbance_43 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_19 is highly correlated with absorbance_43 and 15 other fields | High correlation |
absorbance_37 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_77 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_54 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_91 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_57 is highly correlated with absorbance_19 and 15 other fields | High correlation |
principal_component_22 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_5 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_28 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_45 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_96 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_20 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_78 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_11 is highly correlated with absorbance_19 and 15 other fields | High correlation |
principal_component_1 is highly correlated with absorbance_19 and 15 other fields | High correlation |
absorbance_12 is highly correlated with absorbance_19 and 15 other fields | High correlation |
target is highly correlated with moisture | High correlation |
moisture is highly correlated with target | High correlation |
| Distinct count | 215 |
|---|---|
| Unique (%) | 89.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.900202876329422 |
|---|---|
| Minimum | 2.0709199905395512 |
| Maximum | 4.503210067749023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.070919991 |
|---|---|
| 5-th percentile | 2.25751996 |
| Q1 | 2.566262484 |
| median | 2.816080093 |
| Q3 | 3.164000034 |
| 95-th percentile | 3.753278911 |
| Maximum | 4.503210068 |
| Range | 2.432290077 |
| Interquartile range (IQR) | 0.5977375507 |
Descriptive statistics
| Standard deviation | 0.4627075494 |
|---|---|
| Coefficient of variation (CV) | 0.1595431662 |
| Kurtosis | 0.5609614523 |
| Mean | 2.900202876 |
| Median Absolute Deviation (MAD) | 0.2894300222 |
| Skewness | 0.7878484167 |
| Sum | 696.0486903 |
| Variance | 0.2140982763 |
| Value | Count | Frequency (%) | |
| 3.497980118 | 2 | 0.8% | |
| 2.248250008 | 2 | 0.8% | |
| 3.019789934 | 2 | 0.8% | |
| 2.544650078 | 2 | 0.8% | |
| 3.633090019 | 2 | 0.8% | |
| 2.25751996 | 2 | 0.8% | |
| 2.391750097 | 2 | 0.8% | |
| 2.260050058 | 2 | 0.8% | |
| 2.313649893 | 2 | 0.8% | |
| 3.020169973 | 2 | 0.8% | |
| 3.287499905 | 2 | 0.8% | |
| 2.203510046 | 2 | 0.8% | |
| 2.724159956 | 2 | 0.8% | |
| 2.680949926 | 2 | 0.8% | |
| 2.16057992 | 2 | 0.8% | |
| 4.02064991 | 2 | 0.8% | |
| 3.226480007 | 2 | 0.8% | |
| 2.735729933 | 2 | 0.8% | |
| 2.960370064 | 2 | 0.8% | |
| 2.371799946 | 2 | 0.8% | |
| 2.812210083 | 2 | 0.8% | |
| 2.763770103 | 2 | 0.8% | |
| 2.629889965 | 2 | 0.8% | |
| 3.479310036 | 2 | 0.8% | |
| 2.435709953 | 2 | 0.8% | |
| Other values (190) | 190 | 79.2% |
| Value | Count | Frequency (%) | |
| 2.070919991 | 1 | 0.4% | |
| 2.16057992 | 2 | 0.8% | |
| 2.192100048 | 1 | 0.4% | |
| 2.200540066 | 1 | 0.4% | |
| 2.203510046 | 2 | 0.8% | |
| 2.224149942 | 1 | 0.4% | |
| 2.248250008 | 2 | 0.8% | |
| 2.251450062 | 1 | 0.4% | |
| 2.25751996 | 2 | 0.8% | |
| 2.257639885 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 4.503210068 | 1 | 0.4% | |
| 4.451950073 | 1 | 0.4% | |
| 4.272230148 | 1 | 0.4% | |
| 4.150430202 | 1 | 0.4% | |
| 4.02064991 | 2 | 0.8% | |
| 3.987879992 | 1 | 0.4% | |
| 3.942260027 | 1 | 0.4% | |
| 3.835799932 | 1 | 0.4% | |
| 3.813649893 | 1 | 0.4% | |
| 3.812890053 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1770017911990482 |
|---|---|
| Minimum | 2.201280117034912 |
| Maximum | 5.1852898597717285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.201280117 |
|---|---|
| 5-th percentile | 2.413398516 |
| Q1 | 2.782559931 |
| median | 3.075719953 |
| Q3 | 3.539352536 |
| 95-th percentile | 4.166873169 |
| Maximum | 5.18528986 |
| Range | 2.984009743 |
| Interquartile range (IQR) | 0.7567926049 |
Descriptive statistics
| Standard deviation | 0.5535418727 |
|---|---|
| Coefficient of variation (CV) | 0.1742340449 |
| Kurtosis | 0.6729464798 |
| Mean | 3.177001791 |
| Median Absolute Deviation (MAD) | 0.3609399796 |
| Skewness | 0.8076085223 |
| Sum | 762.4804299 |
| Variance | 0.3064086048 |
| Value | Count | Frequency (%) | |
| 3.222660065 | 2 | 0.8% | |
| 2.412230015 | 2 | 0.8% | |
| 2.886130095 | 2 | 0.8% | |
| 4.354640007 | 2 | 0.8% | |
| 2.47529006 | 2 | 0.8% | |
| 2.789730072 | 2 | 0.8% | |
| 2.695029974 | 2 | 0.8% | |
| 2.353169918 | 2 | 0.8% | |
| 2.393840075 | 2 | 0.8% | |
| 3.629290104 | 2 | 0.8% | |
| 3.528729916 | 2 | 0.8% | |
| 2.542570114 | 2 | 0.8% | |
| 3.152199984 | 2 | 0.8% | |
| 3.543499947 | 2 | 0.8% | |
| 3.062959909 | 2 | 0.8% | |
| 3.134160042 | 2 | 0.8% | |
| 2.413460016 | 2 | 0.8% | |
| 3.894360065 | 2 | 0.8% | |
| 2.297100067 | 2 | 0.8% | |
| 2.598129988 | 2 | 0.8% | |
| 2.833909988 | 2 | 0.8% | |
| 3.984469891 | 2 | 0.8% | |
| 3.716690063 | 2 | 0.8% | |
| 2.605870008 | 2 | 0.8% | |
| 2.648989916 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.201280117 | 1 | 0.4% | |
| 2.297100067 | 2 | 0.8% | |
| 2.353169918 | 2 | 0.8% | |
| 2.362689972 | 1 | 0.4% | |
| 2.372139931 | 1 | 0.4% | |
| 2.392270088 | 1 | 0.4% | |
| 2.393840075 | 2 | 0.8% | |
| 2.412230015 | 2 | 0.8% | |
| 2.413460016 | 2 | 0.8% | |
| 2.418600082 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.18528986 | 1 | 0.4% | |
| 5.014840126 | 1 | 0.4% | |
| 4.786670208 | 1 | 0.4% | |
| 4.703360081 | 1 | 0.4% | |
| 4.640749931 | 1 | 0.4% | |
| 4.640220165 | 1 | 0.4% | |
| 4.400129795 | 1 | 0.4% | |
| 4.354640007 | 2 | 0.8% | |
| 4.323070049 | 1 | 0.4% | |
| 4.210549831 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0805174628893535 |
|---|---|
| Minimum | 2.119080066680908 |
| Maximum | 5.0487799644470215 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.119080067 |
|---|---|
| 5-th percentile | 2.334641504 |
| Q1 | 2.694422483 |
| median | 2.977229953 |
| Q3 | 3.440812469 |
| 95-th percentile | 4.012723875 |
| Maximum | 5.048779964 |
| Range | 2.929699898 |
| Interquartile range (IQR) | 0.7463899851 |
Descriptive statistics
| Standard deviation | 0.5404062887 |
|---|---|
| Coefficient of variation (CV) | 0.1754271142 |
| Kurtosis | 0.6705578814 |
| Mean | 3.080517463 |
| Median Absolute Deviation (MAD) | 0.3492400646 |
| Skewness | 0.7941846529 |
| Sum | 739.3241911 |
| Variance | 0.2920389568 |
| Value | Count | Frequency (%) | |
| 3.769190073 | 2 | 0.8% | |
| 3.885360003 | 2 | 0.8% | |
| 3.033910036 | 2 | 0.8% | |
| 2.329509974 | 2 | 0.8% | |
| 2.331629992 | 2 | 0.8% | |
| 2.33720994 | 2 | 0.8% | |
| 2.762459993 | 2 | 0.8% | |
| 2.706599951 | 2 | 0.8% | |
| 3.511320114 | 2 | 0.8% | |
| 3.148849964 | 2 | 0.8% | |
| 3.443089962 | 2 | 0.8% | |
| 2.811830044 | 2 | 0.8% | |
| 2.446660042 | 2 | 0.8% | |
| 3.426579952 | 2 | 0.8% | |
| 2.627019882 | 2 | 0.8% | |
| 3.065799952 | 2 | 0.8% | |
| 2.501430035 | 2 | 0.8% | |
| 2.95314002 | 2 | 0.8% | |
| 2.262639999 | 2 | 0.8% | |
| 3.635090113 | 2 | 0.8% | |
| 4.251719952 | 2 | 0.8% | |
| 2.500710011 | 2 | 0.8% | |
| 2.210309982 | 2 | 0.8% | |
| 2.392090082 | 2 | 0.8% | |
| 2.436160088 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.119080067 | 1 | 0.4% | |
| 2.210309982 | 2 | 0.8% | |
| 2.262639999 | 2 | 0.8% | |
| 2.268850088 | 1 | 0.4% | |
| 2.280859947 | 1 | 0.4% | |
| 2.32013011 | 1 | 0.4% | |
| 2.329509974 | 2 | 0.8% | |
| 2.331629992 | 2 | 0.8% | |
| 2.334800005 | 1 | 0.4% | |
| 2.33720994 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 5.048779964 | 1 | 0.4% | |
| 4.868140221 | 1 | 0.4% | |
| 4.659800053 | 1 | 0.4% | |
| 4.562240124 | 1 | 0.4% | |
| 4.52451992 | 1 | 0.4% | |
| 4.515120029 | 1 | 0.4% | |
| 4.251719952 | 2 | 0.8% | |
| 4.18516016 | 1 | 0.4% | |
| 4.185140133 | 1 | 0.4% | |
| 4.065859795 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4851444522539774 |
|---|---|
| Minimum | 2.618520021438598 |
| Maximum | 5.356110095977783 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.618520021 |
|---|---|
| 5-th percentile | 2.787038505 |
| Q1 | 3.09602499 |
| median | 3.407570004 |
| Q3 | 3.77056253 |
| 95-th percentile | 4.50752728 |
| Maximum | 5.356110096 |
| Range | 2.737590075 |
| Interquartile range (IQR) | 0.6745375395 |
Descriptive statistics
| Standard deviation | 0.5460757232 |
|---|---|
| Coefficient of variation (CV) | 0.1566866828 |
| Kurtosis | 0.7617903691 |
| Mean | 3.485144452 |
| Median Absolute Deviation (MAD) | 0.3425949812 |
| Skewness | 0.9186772685 |
| Sum | 836.4346685 |
| Variance | 0.2981986955 |
| Value | Count | Frequency (%) | |
| 3.438509941 | 2 | 0.8% | |
| 2.873929977 | 2 | 0.8% | |
| 2.729229927 | 2 | 0.8% | |
| 4.520209789 | 2 | 0.8% | |
| 3.012010098 | 2 | 0.8% | |
| 3.868890047 | 2 | 0.8% | |
| 2.802619934 | 2 | 0.8% | |
| 3.536350012 | 2 | 0.8% | |
| 4.046269894 | 2 | 0.8% | |
| 3.380609989 | 2 | 0.8% | |
| 2.797290087 | 2 | 0.8% | |
| 4.212550163 | 2 | 0.8% | |
| 3.717020035 | 2 | 0.8% | |
| 3.084110022 | 2 | 0.8% | |
| 2.932869911 | 2 | 0.8% | |
| 2.621249914 | 2 | 0.8% | |
| 3.166549921 | 2 | 0.8% | |
| 2.729480028 | 2 | 0.8% | |
| 2.839799881 | 2 | 0.8% | |
| 3.14248991 | 2 | 0.8% | |
| 3.895050049 | 2 | 0.8% | |
| 4.230579853 | 2 | 0.8% | |
| 3.12748003 | 2 | 0.8% | |
| 3.525439978 | 2 | 0.8% | |
| 3.184969902 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.618520021 | 1 | 0.4% | |
| 2.621249914 | 2 | 0.8% | |
| 2.666179895 | 1 | 0.4% | |
| 2.706549883 | 1 | 0.4% | |
| 2.729229927 | 2 | 0.8% | |
| 2.729480028 | 2 | 0.8% | |
| 2.751080036 | 1 | 0.4% | |
| 2.756580114 | 1 | 0.4% | |
| 2.766870022 | 1 | 0.4% | |
| 2.788100004 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.356110096 | 1 | 0.4% | |
| 5.339710236 | 1 | 0.4% | |
| 5.150680065 | 1 | 0.4% | |
| 5.111030102 | 1 | 0.4% | |
| 4.947909832 | 1 | 0.4% | |
| 4.908420086 | 1 | 0.4% | |
| 4.732419968 | 1 | 0.4% | |
| 4.669789791 | 1 | 0.4% | |
| 4.656079769 | 1 | 0.4% | |
| 4.596710205 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.469911245505015 |
|---|---|
| Minimum | 2.571700096130371 |
| Maximum | 5.299210071563722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.571700096 |
|---|---|
| 5-th percentile | 2.753701031 |
| Q1 | 3.092867553 |
| median | 3.382640004 |
| Q3 | 3.745627403 |
| 95-th percentile | 4.485849309 |
| Maximum | 5.299210072 |
| Range | 2.727509975 |
| Interquartile range (IQR) | 0.65275985 |
Descriptive statistics
| Standard deviation | 0.5319556947 |
|---|---|
| Coefficient of variation (CV) | 0.1533052741 |
| Kurtosis | 0.7933574042 |
| Mean | 3.469911246 |
| Median Absolute Deviation (MAD) | 0.3144450188 |
| Skewness | 0.907269042 |
| Sum | 832.7786989 |
| Variance | 0.2829768612 |
| Value | Count | Frequency (%) | |
| 3.191649914 | 2 | 0.8% | |
| 2.969170094 | 2 | 0.8% | |
| 3.828910112 | 2 | 0.8% | |
| 3.646830082 | 2 | 0.8% | |
| 2.757050037 | 2 | 0.8% | |
| 2.669529915 | 2 | 0.8% | |
| 2.97142005 | 2 | 0.8% | |
| 2.699019909 | 2 | 0.8% | |
| 2.753710032 | 2 | 0.8% | |
| 3.145800114 | 2 | 0.8% | |
| 2.687680006 | 2 | 0.8% | |
| 3.506139994 | 2 | 0.8% | |
| 4.024059772 | 2 | 0.8% | |
| 3.368489981 | 2 | 0.8% | |
| 2.995539904 | 2 | 0.8% | |
| 4.660029888 | 2 | 0.8% | |
| 2.889179945 | 2 | 0.8% | |
| 2.820770025 | 2 | 0.8% | |
| 3.402859926 | 2 | 0.8% | |
| 4.195340157 | 2 | 0.8% | |
| 3.131789923 | 2 | 0.8% | |
| 3.492259979 | 2 | 0.8% | |
| 3.810630083 | 2 | 0.8% | |
| 4.140510082 | 2 | 0.8% | |
| 3.229140043 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.571700096 | 1 | 0.4% | |
| 2.669529915 | 2 | 0.8% | |
| 2.687680006 | 2 | 0.8% | |
| 2.699019909 | 2 | 0.8% | |
| 2.7026999 | 1 | 0.4% | |
| 2.724620104 | 1 | 0.4% | |
| 2.73958993 | 1 | 0.4% | |
| 2.749409914 | 1 | 0.4% | |
| 2.753530025 | 1 | 0.4% | |
| 2.753710032 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 5.299210072 | 1 | 0.4% | |
| 5.281889915 | 1 | 0.4% | |
| 5.091139793 | 1 | 0.4% | |
| 5.032770157 | 1 | 0.4% | |
| 4.904520035 | 1 | 0.4% | |
| 4.722539902 | 1 | 0.4% | |
| 4.677189827 | 1 | 0.4% | |
| 4.660029888 | 2 | 0.8% | |
| 4.605700016 | 1 | 0.4% | |
| 4.590829849 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2085254162549974 |
|---|---|
| Minimum | 2.355679988861084 |
| Maximum | 5.144619941711426 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.355679989 |
|---|---|
| 5-th percentile | 2.494076419 |
| Q1 | 2.803192496 |
| median | 3.109969974 |
| Q3 | 3.550982475 |
| 95-th percentile | 4.171465945 |
| Maximum | 5.144619942 |
| Range | 2.788939953 |
| Interquartile range (IQR) | 0.747789979 |
Descriptive statistics
| Standard deviation | 0.5480163756 |
|---|---|
| Coefficient of variation (CV) | 0.1708000731 |
| Kurtosis | 0.5844005624 |
| Mean | 3.208525416 |
| Median Absolute Deviation (MAD) | 0.3584200144 |
| Skewness | 0.8655772925 |
| Sum | 770.0460999 |
| Variance | 0.300321948 |
| Value | Count | Frequency (%) | |
| 2.77692008 | 2 | 0.8% | |
| 2.489449978 | 2 | 0.8% | |
| 3.67986989 | 2 | 0.8% | |
| 3.624039888 | 2 | 0.8% | |
| 2.355679989 | 2 | 0.8% | |
| 2.722340107 | 2 | 0.8% | |
| 3.999170065 | 2 | 0.8% | |
| 2.654570103 | 2 | 0.8% | |
| 3.339600086 | 2 | 0.8% | |
| 3.077159882 | 2 | 0.8% | |
| 2.522690058 | 2 | 0.8% | |
| 3.810869932 | 2 | 0.8% | |
| 3.14902997 | 2 | 0.8% | |
| 2.582609892 | 2 | 0.8% | |
| 3.974220037 | 2 | 0.8% | |
| 2.883490086 | 2 | 0.8% | |
| 3.199980021 | 2 | 0.8% | |
| 4.124479771 | 2 | 0.8% | |
| 2.556689978 | 2 | 0.8% | |
| 3.508780003 | 2 | 0.8% | |
| 2.523570061 | 2 | 0.8% | |
| 2.837970018 | 2 | 0.8% | |
| 2.455060005 | 2 | 0.8% | |
| 2.845659971 | 2 | 0.8% | |
| 3.825069904 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.355679989 | 2 | 0.8% | |
| 2.358809948 | 1 | 0.4% | |
| 2.363960028 | 1 | 0.4% | |
| 2.444859982 | 1 | 0.4% | |
| 2.447999954 | 1 | 0.4% | |
| 2.455060005 | 2 | 0.8% | |
| 2.465159893 | 1 | 0.4% | |
| 2.475349903 | 1 | 0.4% | |
| 2.489449978 | 2 | 0.8% | |
| 2.494319916 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.144619942 | 1 | 0.4% | |
| 5.053860188 | 1 | 0.4% | |
| 4.73127985 | 1 | 0.4% | |
| 4.710649967 | 1 | 0.4% | |
| 4.673639774 | 1 | 0.4% | |
| 4.580790043 | 1 | 0.4% | |
| 4.536139965 | 1 | 0.4% | |
| 4.476910114 | 1 | 0.4% | |
| 4.367440224 | 1 | 0.4% | |
| 4.351759911 | 1 | 0.4% |
| Distinct count | 215 |
|---|---|
| Unique (%) | 89.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.576310459772746 |
|---|---|
| Minimum | 2.6743500232696533 |
| Maximum | 5.411829948425293 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.674350023 |
|---|---|
| 5-th percentile | 2.86432004 |
| Q1 | 3.193055034 |
| median | 3.502510071 |
| Q3 | 3.860144913 |
| 95-th percentile | 4.611752534 |
| Maximum | 5.411829948 |
| Range | 2.737479925 |
| Interquartile range (IQR) | 0.6670898795 |
Descriptive statistics
| Standard deviation | 0.5388887145 |
|---|---|
| Coefficient of variation (CV) | 0.1506828673 |
| Kurtosis | 0.8455228954 |
| Mean | 3.57631046 |
| Median Absolute Deviation (MAD) | 0.3189001083 |
| Skewness | 0.9272523171 |
| Sum | 858.3145103 |
| Variance | 0.2904010466 |
| Value | Count | Frequency (%) | |
| 3.517270088 | 2 | 0.8% | |
| 4.261290073 | 2 | 0.8% | |
| 3.218709946 | 2 | 0.8% | |
| 4.112720013 | 2 | 0.8% | |
| 4.289969921 | 2 | 0.8% | |
| 3.758470058 | 2 | 0.8% | |
| 3.051429987 | 2 | 0.8% | |
| 2.793200016 | 2 | 0.8% | |
| 3.281490088 | 2 | 0.8% | |
| 4.756130219 | 2 | 0.8% | |
| 3.922260046 | 2 | 0.8% | |
| 3.615530014 | 2 | 0.8% | |
| 3.25316 | 2 | 0.8% | |
| 2.920380116 | 2 | 0.8% | |
| 3.502510071 | 2 | 0.8% | |
| 3.08491993 | 2 | 0.8% | |
| 3.000720024 | 2 | 0.8% | |
| 3.571619987 | 2 | 0.8% | |
| 2.869149923 | 2 | 0.8% | |
| 2.794850111 | 2 | 0.8% | |
| 3.118989944 | 2 | 0.8% | |
| 3.921839952 | 2 | 0.8% | |
| 2.86432004 | 2 | 0.8% | |
| 3.183609962 | 2 | 0.8% | |
| 2.749880075 | 2 | 0.8% | |
| Other values (190) | 190 | 79.2% |
| Value | Count | Frequency (%) | |
| 2.674350023 | 1 | 0.4% | |
| 2.749880075 | 2 | 0.8% | |
| 2.792579889 | 1 | 0.4% | |
| 2.793200016 | 2 | 0.8% | |
| 2.794850111 | 2 | 0.8% | |
| 2.813290119 | 1 | 0.4% | |
| 2.852040052 | 1 | 0.4% | |
| 2.86184001 | 1 | 0.4% | |
| 2.86432004 | 2 | 0.8% | |
| 2.865509987 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.411829948 | 1 | 0.4% | |
| 5.406209946 | 1 | 0.4% | |
| 5.236969948 | 1 | 0.4% | |
| 5.2363801 | 1 | 0.4% | |
| 5.022870064 | 1 | 0.4% | |
| 4.919710159 | 1 | 0.4% | |
| 4.773590088 | 1 | 0.4% | |
| 4.756130219 | 2 | 0.8% | |
| 4.739709854 | 1 | 0.4% | |
| 4.683380127 | 1 | 0.4% |
| Distinct count | 141 |
|---|---|
| Unique (%) | 58.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.84537490208944 |
|---|---|
| Minimum | 32.799999237060554 |
| Maximum | 76.5999984741211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 32.79999924 |
|---|---|
| 5-th percentile | 40.98500004 |
| Q1 | 55.5 |
| median | 66.19999695 |
| Q3 | 72.02499962 |
| 95-th percentile | 74.30000305 |
| Maximum | 76.59999847 |
| Range | 43.79999924 |
| Interquartile range (IQR) | 16.52499962 |
Descriptive statistics
| Standard deviation | 11.03780735 |
|---|---|
| Coefficient of variation (CV) | 0.1756343624 |
| Kurtosis | 0.01899853359 |
| Mean | 62.8453749 |
| Median Absolute Deviation (MAD) | 6.499998093 |
| Skewness | -0.9728012485 |
| Sum | 15082.88998 |
| Variance | 121.8331911 |
| Value | Count | Frequency (%) | |
| 72.5 | 8 | 3.3% | |
| 50.29999924 | 5 | 2.1% | |
| 73.5 | 5 | 2.1% | |
| 61.40000153 | 4 | 1.7% | |
| 72.69999695 | 4 | 1.7% | |
| 69.30000305 | 4 | 1.7% | |
| 74.59999847 | 3 | 1.2% | |
| 65.19999695 | 3 | 1.2% | |
| 72.80000305 | 3 | 1.2% | |
| 65.69999695 | 3 | 1.2% | |
| 71.59999847 | 3 | 1.2% | |
| 64.59999847 | 3 | 1.2% | |
| 69.5 | 3 | 1.2% | |
| 55.5 | 3 | 1.2% | |
| 72.59999847 | 3 | 1.2% | |
| 63.59999847 | 3 | 1.2% | |
| 49.5 | 3 | 1.2% | |
| 67.30000305 | 3 | 1.2% | |
| 73.40000153 | 3 | 1.2% | |
| 66.19999695 | 3 | 1.2% | |
| 70.30000305 | 3 | 1.2% | |
| 72.09999847 | 3 | 1.2% | |
| 76.59999847 | 2 | 0.8% | |
| 58.29999924 | 2 | 0.8% | |
| 74.30000305 | 2 | 0.8% | |
| Other values (116) | 156 | 65.0% |
| Value | Count | Frequency (%) | |
| 32.79999924 | 1 | 0.4% | |
| 32.90000153 | 1 | 0.4% | |
| 33 | 1 | 0.4% | |
| 34.04999924 | 2 | 0.8% | |
| 34.90000153 | 1 | 0.4% | |
| 35.5 | 1 | 0.4% | |
| 35.93999863 | 1 | 0.4% | |
| 39.29999924 | 1 | 0.4% | |
| 39.5 | 1 | 0.4% | |
| 40.20000076 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 76.59999847 | 2 | 0.8% | |
| 76.09999847 | 1 | 0.4% | |
| 75.59999847 | 2 | 0.8% | |
| 75.09999847 | 1 | 0.4% | |
| 74.59999847 | 3 | 1.2% | |
| 74.5 | 2 | 0.8% | |
| 74.30000305 | 2 | 0.8% | |
| 74.19999695 | 1 | 0.4% | |
| 74.09999847 | 2 | 0.8% | |
| 74 | 2 | 0.8% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.025066189945694834 |
|---|---|
| Minimum | -1.7170699834823608 |
| Maximum | 3.647140026092529 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | -1.717069983 |
|---|---|
| 5-th percentile | -1.409648556 |
| Q1 | -0.698264733 |
| median | -0.1654189974 |
| Q3 | 0.5832222551 |
| 95-th percentile | 1.888599968 |
| Maximum | 3.647140026 |
| Range | 5.36421001 |
| Interquartile range (IQR) | 1.281486988 |
Descriptive statistics
| Standard deviation | 1.021316934 |
|---|---|
| Coefficient of variation (CV) | 40.74480152 |
| Kurtosis | 0.6351282575 |
| Mean | 0.02506618995 |
| Median Absolute Deviation (MAD) | 0.6353870183 |
| Skewness | 0.844508343 |
| Sum | 6.015885587 |
| Variance | 1.04308828 |
| Value | Count | Frequency (%) | |
| -0.9679009914 | 2 | 0.8% | |
| -0.5965170264 | 2 | 0.8% | |
| 0.1685969979 | 2 | 0.8% | |
| -0.5189669728 | 2 | 0.8% | |
| -1.482460022 | 2 | 0.8% | |
| -0.908149004 | 2 | 0.8% | |
| 1.51928997 | 2 | 0.8% | |
| 0.7813820243 | 2 | 0.8% | |
| 0.8162580132 | 2 | 0.8% | |
| -1.070600033 | 2 | 0.8% | |
| -0.9381530285 | 2 | 0.8% | |
| 1.386389971 | 2 | 0.8% | |
| -0.1673099995 | 2 | 0.8% | |
| 1.113870025 | 2 | 0.8% | |
| -1.411710024 | 2 | 0.8% | |
| -1.530689955 | 2 | 0.8% | |
| -0.6196259856 | 2 | 0.8% | |
| -1.207559943 | 2 | 0.8% | |
| 2.200229883 | 2 | 0.8% | |
| 0.466178 | 2 | 0.8% | |
| -1.346179962 | 2 | 0.8% | |
| -1.417469978 | 2 | 0.8% | |
| 0.08041200042 | 2 | 0.8% | |
| -0.1195719987 | 2 | 0.8% | |
| 0.9500129819 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| -1.717069983 | 1 | 0.4% | |
| -1.530689955 | 2 | 0.8% | |
| -1.482460022 | 2 | 0.8% | |
| -1.445150018 | 1 | 0.4% | |
| -1.422250032 | 1 | 0.4% | |
| -1.419280052 | 1 | 0.4% | |
| -1.417469978 | 2 | 0.8% | |
| -1.411710024 | 2 | 0.8% | |
| -1.409540057 | 1 | 0.4% | |
| -1.370210052 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 3.647140026 | 1 | 0.4% | |
| 3.451590061 | 1 | 0.4% | |
| 2.942189932 | 1 | 0.4% | |
| 2.939310074 | 1 | 0.4% | |
| 2.605779886 | 1 | 0.4% | |
| 2.490439892 | 1 | 0.4% | |
| 2.259390116 | 1 | 0.4% | |
| 2.200229883 | 2 | 0.8% | |
| 2.196199894 | 1 | 0.4% | |
| 2.159169912 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.830278420448303 |
|---|---|
| Minimum | 2.064169883728028 |
| Maximum | 4.278470039367677 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.064169884 |
|---|---|
| 5-th percentile | 2.233700037 |
| Q1 | 2.528457463 |
| median | 2.762040019 |
| Q3 | 3.054682434 |
| 95-th percentile | 3.613693559 |
| Maximum | 4.278470039 |
| Range | 2.214300156 |
| Interquartile range (IQR) | 0.5262249708 |
Descriptive statistics
| Standard deviation | 0.4223033892 |
|---|---|
| Coefficient of variation (CV) | 0.149209133 |
| Kurtosis | 0.6179594537 |
| Mean | 2.83027842 |
| Median Absolute Deviation (MAD) | 0.2582999468 |
| Skewness | 0.8015680429 |
| Sum | 679.2668209 |
| Variance | 0.1783401525 |
| Value | Count | Frequency (%) | |
| 3.511719942 | 2 | 0.8% | |
| 2.60510993 | 2 | 0.8% | |
| 2.191190004 | 2 | 0.8% | |
| 3.167740107 | 2 | 0.8% | |
| 2.918489933 | 2 | 0.8% | |
| 2.899130106 | 2 | 0.8% | |
| 2.391849995 | 2 | 0.8% | |
| 2.511009932 | 2 | 0.8% | |
| 2.233700037 | 2 | 0.8% | |
| 2.153000116 | 2 | 0.8% | |
| 2.467519999 | 2 | 0.8% | |
| 2.683990002 | 2 | 0.8% | |
| 2.228919983 | 2 | 0.8% | |
| 2.67711997 | 2 | 0.8% | |
| 2.288640022 | 2 | 0.8% | |
| 3.117619991 | 2 | 0.8% | |
| 2.399770021 | 2 | 0.8% | |
| 2.910749912 | 2 | 0.8% | |
| 2.638459921 | 2 | 0.8% | |
| 2.743910074 | 2 | 0.8% | |
| 3.89309001 | 2 | 0.8% | |
| 3.350409985 | 2 | 0.8% | |
| 3.385750055 | 2 | 0.8% | |
| 2.240289927 | 2 | 0.8% | |
| 4.278470039 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.064169884 | 1 | 0.4% | |
| 2.153000116 | 2 | 0.8% | |
| 2.181299925 | 1 | 0.4% | |
| 2.191190004 | 2 | 0.8% | |
| 2.192150116 | 1 | 0.4% | |
| 2.224720001 | 1 | 0.4% | |
| 2.228919983 | 2 | 0.8% | |
| 2.230619907 | 1 | 0.4% | |
| 2.233700037 | 2 | 0.8% | |
| 2.240289927 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 4.278470039 | 1 | 0.4% | |
| 4.256430149 | 1 | 0.4% | |
| 4.116360188 | 1 | 0.4% | |
| 3.964509964 | 1 | 0.4% | |
| 3.89309001 | 2 | 0.8% | |
| 3.787209988 | 1 | 0.4% | |
| 3.734220028 | 1 | 0.4% | |
| 3.682620049 | 1 | 0.4% | |
| 3.681459904 | 1 | 0.4% | |
| 3.661530018 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.97397679289182 |
|---|---|
| Minimum | 2.090840101242065 |
| Maximum | 4.725110054016113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.090840101 |
|---|---|
| 5-th percentile | 2.288313544 |
| Q1 | 2.610839963 |
| median | 2.886895061 |
| Q3 | 3.264217556 |
| 95-th percentile | 3.863896024 |
| Maximum | 4.725110054 |
| Range | 2.634269953 |
| Interquartile range (IQR) | 0.6533775926 |
Descriptive statistics
| Standard deviation | 0.494918714 |
|---|---|
| Coefficient of variation (CV) | 0.1664164681 |
| Kurtosis | 0.5928869395 |
| Mean | 2.973976793 |
| Median Absolute Deviation (MAD) | 0.3102599382 |
| Skewness | 0.7870728445 |
| Sum | 713.7544303 |
| Variance | 0.2449445334 |
| Value | Count | Frequency (%) | |
| 3.742189884 | 2 | 0.8% | |
| 4.129039764 | 2 | 0.8% | |
| 3.008559942 | 2 | 0.8% | |
| 2.764389992 | 2 | 0.8% | |
| 2.814169884 | 2 | 0.8% | |
| 2.661689997 | 2 | 0.8% | |
| 2.181220055 | 2 | 0.8% | |
| 2.719229937 | 2 | 0.8% | |
| 2.387010098 | 2 | 0.8% | |
| 2.426870108 | 2 | 0.8% | |
| 2.228310108 | 2 | 0.8% | |
| 3.601409912 | 2 | 0.8% | |
| 3.342619896 | 2 | 0.8% | |
| 2.58310008 | 2 | 0.8% | |
| 3.366189957 | 2 | 0.8% | |
| 2.346299887 | 2 | 0.8% | |
| 3.167399883 | 2 | 0.8% | |
| 2.896529913 | 2 | 0.8% | |
| 2.288480043 | 2 | 0.8% | |
| 3.08585 | 2 | 0.8% | |
| 2.280100107 | 2 | 0.8% | |
| 2.293390036 | 2 | 0.8% | |
| 2.448110104 | 2 | 0.8% | |
| 3.569509983 | 2 | 0.8% | |
| 3.866100073 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.090840101 | 1 | 0.4% | |
| 2.181220055 | 2 | 0.8% | |
| 2.220619917 | 1 | 0.4% | |
| 2.228209972 | 1 | 0.4% | |
| 2.228310108 | 2 | 0.8% | |
| 2.258229971 | 1 | 0.4% | |
| 2.280100107 | 2 | 0.8% | |
| 2.281939983 | 1 | 0.4% | |
| 2.285150051 | 1 | 0.4% | |
| 2.288480043 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 4.725110054 | 1 | 0.4% | |
| 4.629429817 | 1 | 0.4% | |
| 4.404910088 | 1 | 0.4% | |
| 4.350830078 | 1 | 0.4% | |
| 4.19328022 | 1 | 0.4% | |
| 4.16836977 | 1 | 0.4% | |
| 4.129039764 | 2 | 0.8% | |
| 3.964339972 | 1 | 0.4% | |
| 3.950299978 | 1 | 0.4% | |
| 3.942569971 | 1 | 0.4% |
principal_component_2
Real number (ℝ)
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05138024978417282 |
|---|---|
| Minimum | -4.464059829711914 |
| Maximum | 2.7265100479125977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | -4.46405983 |
|---|---|
| 5-th percentile | -1.225460052 |
| Q1 | -0.5495232642 |
| median | 0.05482154898 |
| Q3 | 0.6838707477 |
| 95-th percentile | 1.388145518 |
| Maximum | 2.726510048 |
| Range | 7.190569878 |
| Interquartile range (IQR) | 1.233394012 |
Descriptive statistics
| Standard deviation | 0.9739102628 |
|---|---|
| Coefficient of variation (CV) | 18.95495384 |
| Kurtosis | 3.886619525 |
| Mean | 0.05138024978 |
| Median Absolute Deviation (MAD) | 0.6115694363 |
| Skewness | -0.8369186135 |
| Sum | 12.33125995 |
| Variance | 0.9485012 |
| Value | Count | Frequency (%) | |
| -0.3883039951 | 2 | 0.8% | |
| -0.08547110111 | 2 | 0.8% | |
| 0.9750329852 | 2 | 0.8% | |
| -1.225460052 | 2 | 0.8% | |
| 1.535760045 | 2 | 0.8% | |
| 1.05250001 | 2 | 0.8% | |
| -0.6421530247 | 2 | 0.8% | |
| -0.3592939973 | 2 | 0.8% | |
| -0.5025500059 | 2 | 0.8% | |
| 0.2222130001 | 2 | 0.8% | |
| -1.482859969 | 2 | 0.8% | |
| 0.5077750087 | 2 | 0.8% | |
| 0.2935290039 | 2 | 0.8% | |
| -0.1914570034 | 2 | 0.8% | |
| -1.048810005 | 2 | 0.8% | |
| -0.5485010147 | 2 | 0.8% | |
| 0.757776022 | 2 | 0.8% | |
| 2.525480032 | 2 | 0.8% | |
| 0.1564899981 | 2 | 0.8% | |
| 0.1915670037 | 2 | 0.8% | |
| -1.060289979 | 2 | 0.8% | |
| -0.5838620067 | 2 | 0.8% | |
| 0.7543860078 | 2 | 0.8% | |
| 1.183330059 | 2 | 0.8% | |
| -0.6036859751 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| -4.46405983 | 1 | 0.4% | |
| -4.263140202 | 1 | 0.4% | |
| -4.215569973 | 1 | 0.4% | |
| -1.929550052 | 1 | 0.4% | |
| -1.59228003 | 1 | 0.4% | |
| -1.515650034 | 1 | 0.4% | |
| -1.482859969 | 2 | 0.8% | |
| -1.436190009 | 1 | 0.4% | |
| -1.349060059 | 1 | 0.4% | |
| -1.263010025 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 2.726510048 | 1 | 0.4% | |
| 2.625880003 | 1 | 0.4% | |
| 2.525480032 | 2 | 0.8% | |
| 1.574040055 | 1 | 0.4% | |
| 1.535760045 | 2 | 0.8% | |
| 1.528900027 | 1 | 0.4% | |
| 1.479930043 | 1 | 0.4% | |
| 1.403910041 | 1 | 0.4% | |
| 1.399889946 | 1 | 0.4% | |
| 1.394140005 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.198417503635089 |
|---|---|
| Minimum | 2.2430799007415767 |
| Maximum | 5.153240203857422 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.243079901 |
|---|---|
| 5-th percentile | 2.448774481 |
| Q1 | 2.805739939 |
| median | 3.093950033 |
| Q3 | 3.551257491 |
| 95-th percentile | 4.204218554 |
| Maximum | 5.153240204 |
| Range | 2.910160303 |
| Interquartile range (IQR) | 0.7455175519 |
Descriptive statistics
| Standard deviation | 0.5442494805 |
|---|---|
| Coefficient of variation (CV) | 0.1701621129 |
| Kurtosis | 0.6616453542 |
| Mean | 3.198417504 |
| Median Absolute Deviation (MAD) | 0.3455450535 |
| Skewness | 0.8154577584 |
| Sum | 767.6202009 |
| Variance | 0.296207497 |
| Value | Count | Frequency (%) | |
| 2.917959929 | 2 | 0.8% | |
| 2.398309946 | 2 | 0.8% | |
| 3.565129995 | 2 | 0.8% | |
| 3.907890081 | 2 | 0.8% | |
| 2.864860058 | 2 | 0.8% | |
| 2.634449959 | 2 | 0.8% | |
| 3.186889887 | 2 | 0.8% | |
| 2.341550112 | 2 | 0.8% | |
| 3.144040108 | 2 | 0.8% | |
| 2.449939966 | 2 | 0.8% | |
| 3.254780054 | 2 | 0.8% | |
| 2.574399948 | 2 | 0.8% | |
| 2.436510086 | 2 | 0.8% | |
| 3.990940094 | 2 | 0.8% | |
| 2.724790096 | 2 | 0.8% | |
| 2.511859894 | 2 | 0.8% | |
| 2.826780081 | 2 | 0.8% | |
| 3.079020023 | 2 | 0.8% | |
| 3.50883007 | 2 | 0.8% | |
| 3.631299973 | 2 | 0.8% | |
| 2.638180017 | 2 | 0.8% | |
| 3.753230095 | 2 | 0.8% | |
| 2.423719883 | 2 | 0.8% | |
| 4.383059978 | 2 | 0.8% | |
| 2.969229937 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.243079901 | 1 | 0.4% | |
| 2.341550112 | 2 | 0.8% | |
| 2.398309946 | 2 | 0.8% | |
| 2.404880047 | 1 | 0.4% | |
| 2.410360098 | 1 | 0.4% | |
| 2.423460007 | 1 | 0.4% | |
| 2.423719883 | 2 | 0.8% | |
| 2.436510086 | 2 | 0.8% | |
| 2.449419975 | 1 | 0.4% | |
| 2.449939966 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 5.153240204 | 1 | 0.4% | |
| 5.02147007 | 1 | 0.4% | |
| 4.750299931 | 1 | 0.4% | |
| 4.742959976 | 1 | 0.4% | |
| 4.588190079 | 1 | 0.4% | |
| 4.575240135 | 1 | 0.4% | |
| 4.448329926 | 1 | 0.4% | |
| 4.383059978 | 2 | 0.8% | |
| 4.328030109 | 1 | 0.4% | |
| 4.232600212 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.111090126633644 |
|---|---|
| Minimum | 2.260580062866211 |
| Maximum | 5.058949947357178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.260580063 |
|---|---|
| 5-th percentile | 2.409699917 |
| Q1 | 2.703512549 |
| median | 3.019659996 |
| Q3 | 3.469204962 |
| 95-th percentile | 4.057581615 |
| Maximum | 5.058949947 |
| Range | 2.798369884 |
| Interquartile range (IQR) | 0.7656924129 |
Descriptive statistics
| Standard deviation | 0.5479432617 |
|---|---|
| Coefficient of variation (CV) | 0.1761258078 |
| Kurtosis | 0.5318139954 |
| Mean | 3.111090127 |
| Median Absolute Deviation (MAD) | 0.3616300821 |
| Skewness | 0.8504095041 |
| Sum | 746.6616304 |
| Variance | 0.3002418181 |
| Value | Count | Frequency (%) | |
| 3.604739904 | 2 | 0.8% | |
| 2.785340071 | 2 | 0.8% | |
| 2.624919891 | 2 | 0.8% | |
| 2.426340103 | 2 | 0.8% | |
| 2.409699917 | 2 | 0.8% | |
| 3.727159977 | 2 | 0.8% | |
| 3.98755002 | 2 | 0.8% | |
| 2.448950052 | 2 | 0.8% | |
| 3.533149958 | 2 | 0.8% | |
| 3.885469913 | 2 | 0.8% | |
| 2.359070063 | 2 | 0.8% | |
| 2.561249971 | 2 | 0.8% | |
| 2.425600052 | 2 | 0.8% | |
| 3.081830025 | 2 | 0.8% | |
| 3.429490089 | 2 | 0.8% | |
| 3.914629936 | 2 | 0.8% | |
| 2.667949915 | 2 | 0.8% | |
| 3.051599979 | 2 | 0.8% | |
| 3.269469976 | 2 | 0.8% | |
| 2.264620066 | 2 | 0.8% | |
| 2.973570108 | 2 | 0.8% | |
| 2.494290113 | 2 | 0.8% | |
| 2.732300043 | 2 | 0.8% | |
| 2.743609905 | 2 | 0.8% | |
| 3.063489914 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.260580063 | 1 | 0.4% | |
| 2.264620066 | 2 | 0.8% | |
| 2.267309904 | 1 | 0.4% | |
| 2.340090036 | 1 | 0.4% | |
| 2.357599974 | 1 | 0.4% | |
| 2.359070063 | 2 | 0.8% | |
| 2.365689993 | 1 | 0.4% | |
| 2.368999958 | 1 | 0.4% | |
| 2.404279947 | 1 | 0.4% | |
| 2.409699917 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 5.058949947 | 1 | 0.4% | |
| 4.94535017 | 1 | 0.4% | |
| 4.615849972 | 1 | 0.4% | |
| 4.597959995 | 1 | 0.4% | |
| 4.519110203 | 1 | 0.4% | |
| 4.503190041 | 1 | 0.4% | |
| 4.475679874 | 1 | 0.4% | |
| 4.317379951 | 1 | 0.4% | |
| 4.266679764 | 1 | 0.4% | |
| 4.262310028 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.90839337905248 |
|---|---|
| Minimum | 2.0727701187133794 |
| Maximum | 4.528039932250977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.072770119 |
|---|---|
| 5-th percentile | 2.260573077 |
| Q1 | 2.571252584 |
| median | 2.82368505 |
| Q3 | 3.175560057 |
| 95-th percentile | 3.764445043 |
| Maximum | 4.528039932 |
| Range | 2.455269814 |
| Interquartile range (IQR) | 0.6043074727 |
Descriptive statistics
| Standard deviation | 0.4662879613 |
|---|---|
| Coefficient of variation (CV) | 0.1603249288 |
| Kurtosis | 0.5640096423 |
| Mean | 2.908393379 |
| Median Absolute Deviation (MAD) | 0.2921750546 |
| Skewness | 0.7870489725 |
| Sum | 698.014411 |
| Variance | 0.2174244629 |
| Value | Count | Frequency (%) | |
| 2.728499889 | 2 | 0.8% | |
| 2.263479948 | 2 | 0.8% | |
| 3.50612998 | 2 | 0.8% | |
| 2.251620054 | 2 | 0.8% | |
| 3.492549896 | 2 | 0.8% | |
| 2.372649908 | 2 | 0.8% | |
| 2.685139894 | 2 | 0.8% | |
| 2.633290052 | 2 | 0.8% | |
| 3.238770008 | 2 | 0.8% | |
| 3.296339989 | 2 | 0.8% | |
| 4.032380104 | 2 | 0.8% | |
| 2.548589945 | 2 | 0.8% | |
| 2.162509918 | 2 | 0.8% | |
| 2.317090034 | 2 | 0.8% | |
| 2.436269999 | 2 | 0.8% | |
| 2.744800091 | 2 | 0.8% | |
| 2.395580053 | 2 | 0.8% | |
| 2.260590076 | 2 | 0.8% | |
| 2.965770006 | 2 | 0.8% | |
| 3.037990093 | 2 | 0.8% | |
| 2.822030067 | 2 | 0.8% | |
| 2.205990076 | 2 | 0.8% | |
| 3.027260065 | 2 | 0.8% | |
| 3.64489007 | 2 | 0.8% | |
| 2.730700016 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.072770119 | 1 | 0.4% | |
| 2.162509918 | 2 | 0.8% | |
| 2.194910049 | 1 | 0.4% | |
| 2.203399897 | 1 | 0.4% | |
| 2.205990076 | 2 | 0.8% | |
| 2.227910042 | 1 | 0.4% | |
| 2.251620054 | 2 | 0.8% | |
| 2.255100012 | 1 | 0.4% | |
| 2.260250092 | 1 | 0.4% | |
| 2.260590076 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 4.528039932 | 1 | 0.4% | |
| 4.471570015 | 1 | 0.4% | |
| 4.286570072 | 1 | 0.4% | |
| 4.172999859 | 1 | 0.4% | |
| 4.032380104 | 2 | 0.8% | |
| 4.011179924 | 1 | 0.4% | |
| 3.967639923 | 1 | 0.4% | |
| 3.847719908 | 1 | 0.4% | |
| 3.83059001 | 1 | 0.4% | |
| 3.829479933 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4674241811037065 |
|---|---|
| Minimum | 2.6022698879241943 |
| Maximum | 5.342740058898926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.602269888 |
|---|---|
| 5-th percentile | 2.766491556 |
| Q1 | 3.075847566 |
| median | 3.387539983 |
| Q3 | 3.755847514 |
| 95-th percentile | 4.491071582 |
| Maximum | 5.342740059 |
| Range | 2.740470171 |
| Interquartile range (IQR) | 0.6799999475 |
Descriptive statistics
| Standard deviation | 0.5461830395 |
|---|---|
| Coefficient of variation (CV) | 0.1575183799 |
| Kurtosis | 0.7495106188 |
| Mean | 3.467424181 |
| Median Absolute Deviation (MAD) | 0.3425600529 |
| Skewness | 0.9150957985 |
| Sum | 832.1818035 |
| Variance | 0.2983159126 |
| Value | Count | Frequency (%) | |
| 4.031229973 | 2 | 0.8% | |
| 3.881289959 | 2 | 0.8% | |
| 3.505429983 | 2 | 0.8% | |
| 2.915220022 | 2 | 0.8% | |
| 2.993570089 | 2 | 0.8% | |
| 2.712280035 | 2 | 0.8% | |
| 2.85284996 | 2 | 0.8% | |
| 3.704370022 | 2 | 0.8% | |
| 3.360620022 | 2 | 0.8% | |
| 3.065639973 | 2 | 0.8% | |
| 4.197490215 | 2 | 0.8% | |
| 3.148420095 | 2 | 0.8% | |
| 2.823250055 | 2 | 0.8% | |
| 3.122659922 | 2 | 0.8% | |
| 2.603699923 | 2 | 0.8% | |
| 4.493760109 | 2 | 0.8% | |
| 2.713570118 | 2 | 0.8% | |
| 2.779769897 | 2 | 0.8% | |
| 3.523940086 | 2 | 0.8% | |
| 4.215760231 | 2 | 0.8% | |
| 3.110039949 | 2 | 0.8% | |
| 3.419529915 | 2 | 0.8% | |
| 2.785180092 | 2 | 0.8% | |
| 3.853399992 | 2 | 0.8% | |
| 3.523220062 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.602269888 | 1 | 0.4% | |
| 2.603699923 | 2 | 0.8% | |
| 2.646300077 | 1 | 0.4% | |
| 2.690109968 | 1 | 0.4% | |
| 2.712280035 | 2 | 0.8% | |
| 2.713570118 | 2 | 0.8% | |
| 2.730829954 | 1 | 0.4% | |
| 2.737210035 | 1 | 0.4% | |
| 2.748850107 | 1 | 0.4% | |
| 2.767420053 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.342740059 | 1 | 0.4% | |
| 5.322780132 | 1 | 0.4% | |
| 5.121809959 | 1 | 0.4% | |
| 5.085579872 | 1 | 0.4% | |
| 4.932849884 | 1 | 0.4% | |
| 4.883419991 | 1 | 0.4% | |
| 4.723549843 | 1 | 0.4% | |
| 4.662290096 | 1 | 0.4% | |
| 4.637750149 | 1 | 0.4% | |
| 4.581190109 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.851989742120107 |
|---|---|
| Minimum | 2.0634698867797847 |
| Maximum | 4.353300094604491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.063469887 |
|---|---|
| 5-th percentile | 2.239120007 |
| Q1 | 2.538077533 |
| median | 2.776279926 |
| Q3 | 3.091012418 |
| 95-th percentile | 3.671506917 |
| Maximum | 4.353300095 |
| Range | 2.289830208 |
| Interquartile range (IQR) | 0.552934885 |
Descriptive statistics
| Standard deviation | 0.438211676 |
|---|---|
| Coefficient of variation (CV) | 0.1536512104 |
| Kurtosis | 0.5726662126 |
| Mean | 2.851989742 |
| Median Absolute Deviation (MAD) | 0.2746150494 |
| Skewness | 0.7957162107 |
| Sum | 684.4775381 |
| Variance | 0.192029473 |
| Value | Count | Frequency (%) | |
| 2.242739916 | 2 | 0.8% | |
| 2.759919882 | 2 | 0.8% | |
| 2.611479998 | 2 | 0.8% | |
| 2.521029949 | 2 | 0.8% | |
| 3.434139967 | 2 | 0.8% | |
| 2.445480108 | 2 | 0.8% | |
| 2.152650118 | 2 | 0.8% | |
| 2.192490101 | 2 | 0.8% | |
| 3.219130039 | 2 | 0.8% | |
| 2.653460026 | 2 | 0.8% | |
| 2.234019995 | 2 | 0.8% | |
| 2.379290104 | 2 | 0.8% | |
| 2.239120007 | 2 | 0.8% | |
| 3.940639973 | 2 | 0.8% | |
| 2.926959991 | 2 | 0.8% | |
| 3.153199911 | 2 | 0.8% | |
| 2.689529896 | 2 | 0.8% | |
| 3.556440115 | 2 | 0.8% | |
| 2.381099939 | 2 | 0.8% | |
| 3.396389961 | 2 | 0.8% | |
| 2.926719904 | 2 | 0.8% | |
| 2.697299957 | 2 | 0.8% | |
| 2.961990118 | 2 | 0.8% | |
| 2.295039892 | 2 | 0.8% | |
| 2.467730045 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| 2.063469887 | 1 | 0.4% | |
| 2.152650118 | 2 | 0.8% | |
| 2.180330038 | 1 | 0.4% | |
| 2.189739943 | 1 | 0.4% | |
| 2.192490101 | 2 | 0.8% | |
| 2.214289904 | 1 | 0.4% | |
| 2.233809948 | 1 | 0.4% | |
| 2.234019995 | 2 | 0.8% | |
| 2.239120007 | 2 | 0.8% | |
| 2.242739916 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 4.353300095 | 1 | 0.4% | |
| 4.326600075 | 1 | 0.4% | |
| 4.17553997 | 1 | 0.4% | |
| 4.021560192 | 1 | 0.4% | |
| 3.940639973 | 2 | 0.8% | |
| 3.85187006 | 1 | 0.4% | |
| 3.797610044 | 1 | 0.4% | |
| 3.746229887 | 1 | 0.4% | |
| 3.717259884 | 1 | 0.4% | |
| 3.709609985 | 1 | 0.4% |
| Distinct count | 216 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02620146224702087 |
|---|---|
| Minimum | -1.7071700096130369 |
| Maximum | 3.6231300830841056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | -1.70717001 |
|---|---|
| 5-th percentile | -1.386414969 |
| Q1 | -0.6980747432 |
| median | -0.1695729941 |
| Q3 | 0.5814020038 |
| 95-th percentile | 1.915250546 |
| Maximum | 3.623130083 |
| Range | 5.330300093 |
| Interquartile range (IQR) | 1.279476747 |
Descriptive statistics
| Standard deviation | 1.023758004 |
|---|---|
| Coefficient of variation (CV) | 39.0725523 |
| Kurtosis | 0.6478474144 |
| Mean | 0.02620146225 |
| Median Absolute Deviation (MAD) | 0.6370964944 |
| Skewness | 0.8548177114 |
| Sum | 6.288350939 |
| Variance | 1.048080451 |
| Value | Count | Frequency (%) | |
| 1.157349944 | 2 | 0.8% | |
| -1.507349968 | 2 | 0.8% | |
| 1.502879977 | 2 | 0.8% | |
| 1.387429953 | 2 | 0.8% | |
| 0.7694450021 | 2 | 0.8% | |
| 0.4653019905 | 2 | 0.8% | |
| -0.1695729941 | 2 | 0.8% | |
| -0.9442420006 | 2 | 0.8% | |
| -0.1454830021 | 2 | 0.8% | |
| 0.805562973 | 2 | 0.8% | |
| -1.404139996 | 2 | 0.8% | |
| -1.082589984 | 2 | 0.8% | |
| -0.9138360023 | 2 | 0.8% | |
| 0.1750440001 | 2 | 0.8% | |
| -1.388599992 | 2 | 0.8% | |
| -0.6000760198 | 2 | 0.8% | |
| -0.9732879996 | 2 | 0.8% | |
| 2.180170059 | 2 | 0.8% | |
| -1.230200052 | 2 | 0.8% | |
| -0.5968160033 | 2 | 0.8% | |
| -1.506860018 | 2 | 0.8% | |
| -1.337520003 | 2 | 0.8% | |
| 0.07890369743 | 2 | 0.8% | |
| -0.5288400054 | 2 | 0.8% | |
| -0.6529960036 | 1 | 0.4% | |
| Other values (191) | 191 | 79.6% |
| Value | Count | Frequency (%) | |
| -1.70717001 | 1 | 0.4% | |
| -1.507349968 | 2 | 0.8% | |
| -1.506860018 | 2 | 0.8% | |
| -1.449390054 | 1 | 0.4% | |
| -1.430320024 | 1 | 0.4% | |
| -1.410230041 | 1 | 0.4% | |
| -1.404139996 | 2 | 0.8% | |
| -1.388599992 | 2 | 0.8% | |
| -1.386299968 | 1 | 0.4% | |
| -1.348809958 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 3.623130083 | 1 | 0.4% | |
| 3.497260094 | 1 | 0.4% | |
| 3.036439896 | 1 | 0.4% | |
| 2.849649906 | 1 | 0.4% | |
| 2.653870106 | 1 | 0.4% | |
| 2.493390083 | 1 | 0.4% | |
| 2.39763999 | 1 | 0.4% | |
| 2.194060087 | 1 | 0.4% | |
| 2.180170059 | 2 | 0.8% | |
| 2.172630072 | 1 | 0.4% |
| Distinct count | 215 |
|---|---|
| Unique (%) | 89.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8565737058719 |
|---|---|
| Minimum | 2.0638699531555176 |
| Maximum | 4.368110179901123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.063869953 |
|---|---|
| 5-th percentile | 2.241219997 |
| Q1 | 2.540657461 |
| median | 2.780689955 |
| Q3 | 3.098787427 |
| 95-th percentile | 3.681327403 |
| Maximum | 4.36811018 |
| Range | 2.304240227 |
| Interquartile range (IQR) | 0.5581299663 |
Descriptive statistics
| Standard deviation | 0.4409819294 |
|---|---|
| Coefficient of variation (CV) | 0.1543744271 |
| Kurtosis | 0.5681664755 |
| Mean | 2.856573706 |
| Median Absolute Deviation (MAD) | 0.2761849165 |
| Skewness | 0.7948403608 |
| Sum | 685.5776894 |
| Variance | 0.1944650621 |
| Value | Count | Frequency (%) | |
| 2.380599976 | 2 | 0.8% | |
| 3.160370111 | 2 | 0.8% | |
| 2.296689987 | 2 | 0.8% | |
| 2.153049946 | 2 | 0.8% | |
| 3.949569941 | 2 | 0.8% | |
| 2.442929983 | 2 | 0.8% | |
| 2.613120079 | 2 | 0.8% | |
| 2.969150066 | 2 | 0.8% | |
| 2.764149904 | 2 | 0.8% | |
| 3.404999971 | 2 | 0.8% | |
| 3.564640045 | 2 | 0.8% | |
| 2.78986001 | 2 | 0.8% | |
| 3.442150116 | 2 | 0.8% | |
| 2.656399965 | 2 | 0.8% | |
| 2.243809938 | 2 | 0.8% | |
| 2.93392992 | 2 | 0.8% | |
| 2.23477006 | 2 | 0.8% | |
| 3.227590084 | 2 | 0.8% | |
| 2.241219997 | 2 | 0.8% | |
| 2.523309946 | 2 | 0.8% | |
| 2.693000078 | 2 | 0.8% | |
| 2.193209887 | 2 | 0.8% | |
| 2.377029896 | 2 | 0.8% | |
| 2.930289984 | 2 | 0.8% | |
| 2.700059891 | 2 | 0.8% | |
| Other values (190) | 190 | 79.2% |
| Value | Count | Frequency (%) | |
| 2.063869953 | 1 | 0.4% | |
| 2.153049946 | 2 | 0.8% | |
| 2.18091011 | 1 | 0.4% | |
| 2.190079927 | 1 | 0.4% | |
| 2.193209887 | 2 | 0.8% | |
| 2.21374011 | 1 | 0.4% | |
| 2.23477006 | 2 | 0.8% | |
| 2.235039949 | 1 | 0.4% | |
| 2.241219997 | 2 | 0.8% | |
| 2.243809938 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 4.36811018 | 1 | 0.4% | |
| 4.339779854 | 1 | 0.4% | |
| 4.186450005 | 1 | 0.4% | |
| 4.033510208 | 1 | 0.4% | |
| 3.949569941 | 2 | 0.8% | |
| 3.864820004 | 1 | 0.4% | |
| 3.810889959 | 1 | 0.4% | |
| 3.757129908 | 1 | 0.4% | |
| 3.725470066 | 1 | 0.4% | |
| 3.720160007 | 1 | 0.4% |
| Distinct count | 157 |
|---|---|
| Unique (%) | 65.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.502083312968413 |
|---|---|
| Minimum | 0.8999999761581421 |
| Maximum | 58.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0.8999999762 |
|---|---|
| 5-th percentile | 3.594999909 |
| Q1 | 7.074999928 |
| median | 13.5 |
| Q3 | 28.32499933 |
| 95-th percentile | 47.79999924 |
| Maximum | 58.5 |
| Range | 57.60000002 |
| Interquartile range (IQR) | 21.2499994 |
Descriptive statistics
| Standard deviation | 14.36250499 |
|---|---|
| Coefficient of variation (CV) | 0.7762642046 |
| Kurtosis | 0.08816751834 |
| Mean | 18.50208331 |
| Median Absolute Deviation (MAD) | 7.549999952 |
| Skewness | 1.003501925 |
| Sum | 4440.499995 |
| Variance | 206.2815495 |
| Value | Count | Frequency (%) | |
| 6.400000095 | 6 | 2.5% | |
| 6.800000191 | 4 | 1.7% | |
| 7.199999809 | 4 | 1.7% | |
| 10.10000038 | 4 | 1.7% | |
| 6.599999905 | 4 | 1.7% | |
| 11 | 4 | 1.7% | |
| 5.599999905 | 4 | 1.7% | |
| 11.19999981 | 4 | 1.7% | |
| 7.699999809 | 4 | 1.7% | |
| 7.099999905 | 3 | 1.2% | |
| 3.700000048 | 3 | 1.2% | |
| 35.20000076 | 3 | 1.2% | |
| 5.199999809 | 3 | 1.2% | |
| 6 | 3 | 1.2% | |
| 16.39999962 | 3 | 1.2% | |
| 31.5 | 3 | 1.2% | |
| 13.5 | 3 | 1.2% | |
| 3.900000095 | 2 | 0.8% | |
| 14.60000038 | 2 | 0.8% | |
| 18.79999924 | 2 | 0.8% | |
| 13.80000019 | 2 | 0.8% | |
| 8.399999619 | 2 | 0.8% | |
| 4.599999905 | 2 | 0.8% | |
| 28.89999962 | 2 | 0.8% | |
| 2.900000095 | 2 | 0.8% | |
| Other values (132) | 162 | 67.5% |
| Value | Count | Frequency (%) | |
| 0.8999999762 | 2 | 0.8% | |
| 1.399999976 | 1 | 0.4% | |
| 1.700000048 | 2 | 0.8% | |
| 2 | 2 | 0.8% | |
| 2.799999952 | 2 | 0.8% | |
| 2.900000095 | 2 | 0.8% | |
| 3.5 | 1 | 0.4% | |
| 3.599999905 | 1 | 0.4% | |
| 3.700000048 | 3 | 1.2% | |
| 3.900000095 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 58.5 | 1 | 0.4% | |
| 57.90000153 | 1 | 0.4% | |
| 56.59999847 | 1 | 0.4% | |
| 56.13000107 | 2 | 0.8% | |
| 55.09999847 | 2 | 0.8% | |
| 54.74000168 | 1 | 0.4% | |
| 49.09999847 | 1 | 0.4% | |
| 48.5 | 1 | 0.4% | |
| 48.20000076 | 1 | 0.4% | |
| 47.79999924 | 2 | 0.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| absorbance_19 | absorbance_43 | absorbance_37 | absorbance_77 | absorbance_54 | absorbance_91 | absorbance_57 | moisture | principal_component_22 | absorbance_5 | absorbance_28 | principal_component_2 | absorbance_45 | absorbance_96 | absorbance_20 | absorbance_78 | absorbance_11 | principal_component_1 | absorbance_12 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.66585 | 2.92085 | 2.82706 | 3.27891 | 3.21771 | 3.00247 | 3.32847 | 60.500000 | -0.419313 | 2.61981 | 2.72628 | -0.458634 | 2.93846 | 2.89966 | 2.67281 | 3.26232 | 2.62964 | -0.430300 | 2.63245 | 22.500000 |
| 1 | 2.94929 | 3.30681 | 3.21584 | 3.47626 | 3.43188 | 3.30473 | 3.51458 | 46.000000 | 0.096692 | 2.85138 | 3.05345 | 0.620297 | 3.29700 | 3.24045 | 2.96072 | 3.46552 | 2.88264 | 0.105243 | 2.88898 | 40.099998 |
| 2 | 2.63361 | 2.80649 | 2.73344 | 2.99569 | 3.08554 | 2.70934 | 3.16677 | 71.000000 | -0.710290 | 2.58996 | 2.67892 | 1.327240 | 2.83541 | 2.61461 | 2.63835 | 2.97612 | 2.60414 | -0.746164 | 2.60714 | 8.400000 |
| 3 | 2.87308 | 3.04579 | 2.97159 | 3.33376 | 3.34793 | 2.99820 | 3.45998 | 72.800003 | -0.165963 | 2.83001 | 2.92043 | 1.017360 | 3.07889 | 2.87988 | 2.87789 | 3.31204 | 2.84374 | -0.199337 | 2.84664 | 5.900000 |
| 4 | 2.86331 | 3.20140 | 3.08153 | 3.61305 | 3.49800 | 3.32201 | 3.64789 | 58.299999 | 0.145777 | 2.79538 | 2.94986 | -1.208090 | 3.22544 | 3.21765 | 2.87280 | 3.59463 | 2.81272 | 0.123863 | 2.81704 | 25.500000 |
| 5 | 3.14457 | 3.55699 | 3.43974 | 3.73929 | 3.65830 | 3.57163 | 3.75803 | 44.000000 | 0.604382 | 3.03190 | 3.26393 | 0.389925 | 3.55656 | 3.50972 | 3.15703 | 3.72831 | 3.06982 | 0.576482 | 3.07724 | 42.700001 |
| 6 | 3.13566 | 3.51619 | 3.44511 | 3.67229 | 3.68262 | 3.50544 | 3.74947 | 44.000000 | 0.556410 | 3.01117 | 3.25812 | 0.769790 | 3.50259 | 3.44456 | 3.14936 | 3.66175 | 3.05213 | 0.510650 | 3.06032 | 42.700001 |
| 7 | 2.56808 | 2.77516 | 2.68288 | 3.18497 | 3.12683 | 2.88903 | 3.25322 | 69.300003 | -0.607287 | 2.52944 | 2.61666 | -0.734988 | 2.81083 | 2.78372 | 2.57328 | 3.16623 | 2.53937 | -0.633746 | 2.54193 | 10.600000 |
| 8 | 3.41491 | 3.74353 | 3.63442 | 4.14958 | 4.06862 | 3.84916 | 4.20183 | 61.400002 | 1.237340 | 3.29956 | 3.51296 | -0.361310 | 3.77184 | 3.73709 | 3.42586 | 4.13086 | 3.34243 | 1.196810 | 3.35035 | 19.900000 |
| 9 | 3.55545 | 3.91029 | 3.79670 | 4.30535 | 4.29569 | 3.98173 | 4.40592 | 61.400002 | 1.497380 | 3.42735 | 3.66176 | -0.266759 | 3.94003 | 3.86413 | 3.56757 | 4.28533 | 3.47511 | 1.508840 | 3.48385 | 19.900000 |
Last rows
| absorbance_19 | absorbance_43 | absorbance_37 | absorbance_77 | absorbance_54 | absorbance_91 | absorbance_57 | moisture | principal_component_22 | absorbance_5 | absorbance_28 | principal_component_2 | absorbance_45 | absorbance_96 | absorbance_20 | absorbance_78 | absorbance_11 | principal_component_1 | absorbance_12 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 230 | 2.26005 | 2.39384 | 2.32951 | 2.62125 | 2.66953 | 2.35568 | 2.74988 | 73.500000 | -1.482460 | 2.22892 | 2.29339 | 0.757776 | 2.42372 | 2.26462 | 2.26348 | 2.60370 | 2.23912 | -1.507350 | 2.24122 | 3.7 |
| 231 | 2.38369 | 2.53220 | 2.46337 | 2.75658 | 2.82084 | 2.46516 | 2.90524 | 73.300003 | -1.226160 | 2.34890 | 2.42195 | 0.890679 | 2.56361 | 2.36569 | 2.38759 | 2.73721 | 2.35996 | -1.247280 | 2.36237 | 3.9 |
| 232 | 2.73187 | 2.89663 | 2.82189 | 3.21957 | 3.20835 | 2.94615 | 3.29908 | 73.199997 | -0.459045 | 2.67881 | 2.77619 | 0.468707 | 2.93038 | 2.84745 | 2.73677 | 3.20261 | 2.69884 | -0.449416 | 2.70255 | 4.4 |
| 233 | 2.73492 | 2.90334 | 2.82289 | 3.18625 | 3.24247 | 2.85433 | 3.33862 | 73.000000 | -0.468047 | 2.69794 | 2.77629 | 0.844515 | 2.93992 | 2.73883 | 2.73927 | 3.16471 | 2.70918 | -0.475119 | 2.71170 | 4.6 |
| 234 | 3.06381 | 3.25354 | 3.17275 | 3.57353 | 3.57991 | 3.24478 | 3.69013 | 70.000000 | 0.228537 | 3.01027 | 3.11689 | 0.881085 | 3.28808 | 3.12776 | 3.06936 | 3.55251 | 3.02865 | 0.234281 | 3.03234 | 6.6 |
| 235 | 3.32572 | 3.55110 | 3.46070 | 3.88491 | 3.89752 | 3.58114 | 4.00223 | 70.000000 | 0.824097 | 3.24476 | 3.39171 | 0.779491 | 3.58873 | 3.47599 | 3.33295 | 3.86511 | 3.27592 | 0.825209 | 3.28154 | 6.6 |
| 236 | 3.40927 | 3.63830 | 3.54649 | 3.93292 | 3.99543 | 3.57622 | 4.10146 | 69.699997 | 0.950013 | 3.32683 | 3.47700 | 1.265710 | 3.67638 | 3.45251 | 3.41683 | 3.90955 | 3.35796 | 0.952150 | 3.36364 | 7.1 |
| 237 | 2.72138 | 2.90720 | 2.82607 | 3.22883 | 3.23814 | 2.93754 | 3.33717 | 69.099998 | -0.438117 | 2.67065 | 2.77066 | 0.315996 | 2.94145 | 2.83503 | 2.72670 | 3.21011 | 2.68813 | -0.437939 | 2.69157 | 7.7 |
| 238 | 3.13308 | 3.34404 | 3.26871 | 3.61008 | 3.61807 | 3.36466 | 3.70173 | 66.300003 | 0.383060 | 3.04653 | 3.19908 | 1.095870 | 3.37193 | 3.27777 | 3.14047 | 3.59423 | 3.08082 | 0.362874 | 3.08689 | 10.4 |
| 239 | 3.46361 | 3.75707 | 3.65064 | 4.16791 | 4.11568 | 3.87706 | 4.23053 | 65.199997 | 1.229940 | 3.35275 | 3.55266 | -0.133524 | 3.79262 | 3.77173 | 3.47336 | 4.14984 | 3.39610 | 1.257940 | 3.40378 | 12.3 |
Most frequent
| absorbance_19 | absorbance_43 | absorbance_37 | absorbance_77 | absorbance_54 | absorbance_91 | absorbance_57 | moisture | principal_component_22 | absorbance_5 | absorbance_28 | principal_component_2 | absorbance_45 | absorbance_96 | absorbance_20 | absorbance_78 | absorbance_11 | principal_component_1 | absorbance_12 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.16058 | 2.29710 | 2.21031 | 2.72948 | 2.68768 | 2.45506 | 2.79485 | 76.599998 | -1.530690 | 2.15300 | 2.18122 | -1.060290 | 2.34155 | 2.35907 | 2.16251 | 2.71228 | 2.15265 | -1.506860 | 2.15305 | 0.9 | 2 |
| 1 | 2.20351 | 2.35317 | 2.26264 | 2.80262 | 2.75371 | 2.52357 | 2.86432 | 75.599998 | -1.417470 | 2.19119 | 2.22831 | -1.225460 | 2.39831 | 2.42560 | 2.20599 | 2.78518 | 2.19249 | -1.388600 | 2.19321 | 2.0 | 2 |
| 2 | 2.24825 | 2.41223 | 2.33721 | 2.72923 | 2.69902 | 2.48945 | 2.79320 | 61.400002 | -1.411710 | 2.23370 | 2.28010 | -0.191457 | 2.43651 | 2.40970 | 2.25162 | 2.71357 | 2.23402 | -1.404140 | 2.23477 | 14.6 | 2 |
| 3 | 2.25752 | 2.41346 | 2.33163 | 2.79729 | 2.75705 | 2.52269 | 2.86915 | 72.500000 | -1.346180 | 2.24029 | 2.28848 | -0.642153 | 2.44994 | 2.42634 | 2.26059 | 2.77977 | 2.24274 | -1.337520 | 2.24381 | 6.4 | 2 |
| 4 | 2.26005 | 2.39384 | 2.32951 | 2.62125 | 2.66953 | 2.35568 | 2.74988 | 73.500000 | -1.482460 | 2.22892 | 2.29339 | 0.757776 | 2.42372 | 2.26462 | 2.26348 | 2.60370 | 2.23912 | -1.507350 | 2.24122 | 3.7 | 2 |
| 5 | 2.31365 | 2.47529 | 2.39209 | 2.83980 | 2.82077 | 2.58261 | 2.92038 | 72.500000 | -1.207560 | 2.28864 | 2.34630 | -0.502550 | 2.51186 | 2.49429 | 2.31709 | 2.82325 | 2.29504 | -1.230200 | 2.29669 | 6.4 | 2 |
| 6 | 2.37180 | 2.54257 | 2.44666 | 2.93287 | 2.88918 | 2.65457 | 3.00072 | 71.300003 | -1.070600 | 2.39977 | 2.38701 | -0.548501 | 2.57440 | 2.56125 | 2.37265 | 2.91522 | 2.37929 | -1.082590 | 2.37703 | 13.8 | 2 |
| 7 | 2.39175 | 2.60587 | 2.50143 | 3.08411 | 2.99554 | 2.77692 | 3.11899 | 64.599998 | -0.908149 | 2.39185 | 2.42687 | -1.482860 | 2.63818 | 2.66795 | 2.39558 | 3.06564 | 2.38110 | -0.913836 | 2.38060 | 13.5 | 2 |
| 8 | 2.43571 | 2.59813 | 2.50071 | 3.01201 | 2.96917 | 2.72234 | 3.08492 | 72.900002 | -0.938153 | 2.46752 | 2.44811 | -0.583862 | 2.63445 | 2.62492 | 2.43627 | 2.99357 | 2.44548 | -0.944242 | 2.44293 | 11.2 | 2 |
| 9 | 2.54465 | 2.69503 | 2.62702 | 2.87393 | 2.97142 | 2.55669 | 3.05143 | 74.500000 | -0.967901 | 2.51101 | 2.58310 | 1.535760 | 2.72479 | 2.44895 | 2.54859 | 2.85285 | 2.52103 | -0.973288 | 2.52331 | 5.2 | 2 |